I'm interested in Algorithm Trading, Reinforcement Learning, Data Analysis and Rust.

• Optimization By RL
• Algorithm Trading with AI
• Constuct Algorithm Trading Platform

KeyWord: Reinforcement Learning, Algorithm-Trading, Data-Analysis, Finance, Operation-Research

1. AI4Trading project - In Private Repository - AI4Trading

   • Algorithm Trading with AI
   • Trading 5 symbols on Binance

2. Study RUST - Go

   • To Construct Algorithm Trading Platform

1. Binance Tick Data EDA
   • Orderbook Reconstruct | Rust
     • Online Websocket (complete | 2024.08.18) ~ Rust
       • Data Writer ~ Rust
     • Offline Dataset Simulation (complete | 2024.08.28) ~ Rust
       • Data Engineering to Tick Data Handling (complete | 2024.08.28) ~ python & Rust
     • Data Storage (complete | 2024.08.28) ~ python & Rust
2. Tick Data Analysis & EDA Pipeline(complete | 2024.09.29) ~ python & Rust
3. EDA & Train Trading AI & Backtest
   • Feature Store (Complete | 2024.10.11) ~ Rust
   • EDA & Feature-Engineering (Complete | 2024.11.11) ~ python
   • Model Training (On going)
   • BackTest
4. Trading!

• What is important Stats in NBA? (2022)
• Dacon: Lettuce Growth Forecast AI(2022)
• Sentiment Analysis by BERT (KHUDA 3nd, 2023)
• Virtual Trading Based on TA (KHUDA 3nd, 2023)
• Predict Resell Price of Shoes By KREAM (2023)
• Machine-Learning-for-Factor-Investing (2023)
• RL Scalping Agent (2023~)
  • Chart env Construction GO!
  • gym-Chart-env tuning GO!
• Causal Inference: Factor of Happiness (2024)
• AI4Trading (2024 | In Private Repository)

• Open_CV Practice GO!
• Baekjoon Algorithm Study GO!
• Machine Learning/Deep Learning GO!
• RL Algorithm GO!
• Data Structure GO!
• Operation Research Practice GO!
• Django Practice GO!
• Hello, Rust-World! Go!

• Hyeong-jin Son, Lim Donhui, & Young-woo Han. (2023). Reinforcement learning portfolio optimization based on portfolio theory. 한국정보처리학회 학술대회논문집, 30(2), 961-962.
• KHU AIMS LABS Undergraduate researcher (2024.01~)
  • Optimizing Combinations with Reinforcement Learning (TSP, VRP)
• 모두의 연구소 PISTAR LAB (2024.03~)

• 금융보안원, [FSI Data Challenge 2023] 트랙B '지역별 라이프스타일 분석을 통한 전기차 구매 고객 예측', 우수상 (2023.10)
  • Prediction of EV Purchasing Customers through Regional Lifestyle Analysis
• World Quant, Alphaton-[Korea Partner], 3등 (2023)
• BDA X ASCEND 비트코인 변동성 예측 공모전, 우수상 (2024)
  • Prediction of bitcoin Volatility

• 경희대 데이터분석/AI 동아리 KHUDA 3기(Financial Track) 수료 (2023.01-2023.07)
  • KHU Data Analysis/AI Club
• 경희대 데이터분석/AI 동아리 KHUDA 4기(Financial Track) 수료 (2023.08-2023.12)
  • KHU Data Analysis/AI Club
• 금융공학 학회 UFEA 36기
  • Study Financial Engineering
• KHU AIMS LABS Undergraduate researcher (2024.01~08)
• 모두의 연구소 PISTAR LAB (2024.03~08)
  • Study Algorithm Trading With AI

Email: [email protected]